The past tense of beat someone's brains out is also beat someone's brains out.

The third-person singular simple present indicative form of beat someone's brains out is beats someone's brains out.

The present participle of beat someone's brains out is beating someone's brains out.

The past participle of beat someone's brains out is beaten someone's brains out.